sawalni-ai/smollm-fw-darija

SmolLM-135M-ft-ary

Model Description

This model is a fine-tuned version of HuggingFaceTB/SmolLM-135M on the sawalni-ai/fw-darija dataset.

• Developed by: EL MAJJODI Abdeljalil & Omneity Labs team
• Model type: Text Generation
• Language(s) (NLP): Darija (Arabic-ary)
• Finetuned from model: HuggingFaceTB/SmolLM-135M

It achieves the following results on the evaluation set:

• Loss: 1.7018

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Use adamw_torch with:
  • betas=(0.9,0.999)
  • epsilon=1e-08
  • optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.7026	1.0	68699	1.7018

Framework versions

• Transformers 4.47.0
• Pytorch 2.1.1+cu121
• Datasets 3.1.0
• Tokenizers 0.21.0